{"id":1038,"date":"2014-03-30T09:50:09","date_gmt":"2014-03-30T07:50:09","guid":{"rendered":"http:\/\/lwibs01.gm.fh-koeln.de\/blogs\/konen\/?page_id=1038"},"modified":"2020-10-03T18:09:37","modified_gmt":"2020-10-03T16:09:37","slug":"monrep","status":"publish","type":"page","link":"https:\/\/blogs.gm.fh-koeln.de\/konen\/projects\/monrep\/","title":{"rendered":"MONREP"},"content":{"rendered":"<div class=\"twoclick_social_bookmarks_post_1038 social_share_privacy clearfix 1.6.4 locale-de_DE sprite-de_DE\"><\/div><div class=\"twoclick-js\"><script type=\"text\/javascript\">\/* <![CDATA[ *\/\njQuery(document).ready(function($){if($('.twoclick_social_bookmarks_post_1038')){$('.twoclick_social_bookmarks_post_1038').socialSharePrivacy({\"txt_help\":\"Wenn Sie diese Felder durch einen Klick aktivieren, werden Informationen an Facebook, Twitter, Flattr, Xing, t3n, LinkedIn, Pinterest oder Google eventuell ins Ausland \\u00fcbertragen und unter Umst\\u00e4nden auch dort gespeichert. N\\u00e4heres erfahren Sie durch einen Klick auf das <em>i<\\\/em>.\",\"settings_perma\":\"Dauerhaft aktivieren und Daten\\u00fcber-tragung zustimmen:\",\"info_link\":\"http:\\\/\\\/www.heise.de\\\/ct\\\/artikel\\\/2-Klicks-fuer-mehr-Datenschutz-1333879.html\",\"uri\":\"https:\\\/\\\/blogs.gm.fh-koeln.de\\\/konen\\\/projects\\\/monrep\\\/\",\"post_id\":1038,\"post_title_referrer_track\":\"MONREP\",\"display_infobox\":\"on\"});}});\n\/* ]]> *\/<\/script><\/div><p class=\"lead\">\n\t<span style=\"font-size:16px\"><strong>M<\/strong>odel-based <strong>O<\/strong>ptimization for <strong>N<\/strong>onlinear, <strong>RE<\/strong>stricted <strong>P<\/strong>roduction processes<br \/>\n\t<img loading=\"lazy\" decoding=\"async\" align=\"right\" alt=\"Optimierung von Tragfl\u00e4chenprofilen\" class=\"size-medium wp-image-1024\" height=\"211\" hspace=\"2\" src=\"http:\/\/lwibs01.gm.fh-koeln.de\/blogs\/konen\/files\/2014\/03\/aeroelasticity-300x264.jpg\" title=\"Optimierung von Tragfl\u00e4chenprofilen\" vspace=\"2\" width=\"240\" srcset=\"https:\/\/blogs.gm.fh-koeln.de\/konen\/files\/2014\/03\/aeroelasticity-300x264.jpg 300w, https:\/\/blogs.gm.fh-koeln.de\/konen\/files\/2014\/03\/aeroelasticity.jpg 667w\" sizes=\"auto, (max-width: 240px) 100vw, 240px\" \/> <\/span>\n<\/p>\n<p>\n\t<span style=\"font-size:14px\">MONREP, funded by the German minister for economics (BMWi), is a ZIM project (central innovation SME) is conducted during the time span 2014-2016. Project partners are Cologne University of Applied Sciences, and&nbsp;<\/span><span style=\"font-size:14px\"> <\/span><span style=\"font-size:14px\"><a href=\"http:\/\/www.divis-gmbh.de\">divis GmbH, Dortmund<\/a>.&nbsp;<\/span>\n<\/p>\n<div dir=\"ltr\">\n\t<span style=\"font-size:14px\"><strong>Research area<\/strong>: applied computer science, high-dimensional modelling, expensive computer simulations, optimization, constraings, computational intelligence, evolutionary algorithms<\/span><span style=\"font-size:14px\">.<\/span>\n<\/div>\n<div dir=\"ltr\">\n\t&nbsp;\n<\/div>\n<div dir=\"ltr\">\n\t<span style=\"font-size:14px\"><strong>Application areas<\/strong>: optimization of wing profiles, crash simulations and weight optimization in automotive industries.<\/span>\n<\/div>\n<div dir=\"ltr\">\n<table align=\"center\" border=\"0\" cellpadding=\"1\" cellspacing=\"1\" style=\"width: 500px\">\n<tbody>\n<tr>\n<td>\n\t\t\t\t\t<a class=\"thickbox\" href=\"http:\/\/lwibs01.gm.fh-koeln.de\/blogs\/konen\/files\/2014\/03\/zim_4c_klein.jpg\"><img loading=\"lazy\" decoding=\"async\" alt=\"impulse_zim\" class=\"alignnone size-full wp-image-1436\" height=\"201\" src=\"http:\/\/lwibs01.gm.fh-koeln.de\/blogs\/konen\/files\/2014\/03\/zim_4c_klein.jpg\" width=\"236\" \/><\/a>\n\t\t\t\t<\/td>\n<td>\n\t\t\t\t\t<a class=\"thickbox\" href=\"http:\/\/lwibs01.gm.fh-koeln.de\/blogs\/konen\/files\/2014\/03\/BMWi_Web_de_WBZ.gif\"><img loading=\"lazy\" decoding=\"async\" alt=\"BMWi_Web_de_WBZ\" class=\"alignnone size-full wp-image-1437\" height=\"203\" src=\"http:\/\/lwibs01.gm.fh-koeln.de\/blogs\/konen\/files\/2014\/03\/BMWi_Web_de_WBZ.gif\" width=\"244\" \/><\/a>\n\t\t\t\t<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<p>\n\t<span style=\"font-size:14px\"><a href=\"http:\/\/lwibs01.gm.fh-koeln.de\/blogs\/konen\/2014\/03\/21\/zim-projekt-monrep-gestartet\/\" target=\"_blank\" rel=\"noopener noreferrer\">More informations about the start of MONREP &hellip;<\/a><\/span>\n<\/p>\n<p>\n\t<a href=\"http:\/\/lwibs01.gm.fh-koeln.de\/blogs\/konen\/2014\/12\/16\/young-author-award-for-patrick-koch\/\" target=\"_blank\" rel=\"noopener noreferrer\"><span style=\"font-size:14px\">Young author award for MONREP paper by Patrick Koch &#8230;<\/span><\/a>\n<\/p>\n<p>\n\t<a href=\"http:\/\/lwibs01.gm.fh-koeln.de\/blogs\/konen\/2015\/01\/11\/daad-price-for-samineh-bagheri\/\" target=\"_blank\" rel=\"noopener noreferrer\"><span style=\"font-size:14px\">DAAD price for MONREP student researcher Samineh Bagheri &#8230;<\/span><\/a>\n<\/p>\n<p>\n\t&nbsp;\n<\/p>\n<p>\n\t<span style=\"font-size:18px\"><strong>Project members<\/strong><\/span>\n<\/p>\n<table class=\"wp-block-table\">\n<tbody>\n<tr>\n<td><img loading=\"lazy\" decoding=\"async\" width=\"426\" height=\"426\" class=\"alignleft wp-image-1391\" style=\"width: 150px;height: 150px\" src=\"http:\/\/blogs.gm.fh-koeln.de\/konen\/files\/2014\/03\/saminehPortrait.jpg\" alt=\"\" srcset=\"https:\/\/blogs.gm.fh-koeln.de\/konen\/files\/2014\/03\/saminehPortrait.jpg 426w, https:\/\/blogs.gm.fh-koeln.de\/konen\/files\/2014\/03\/saminehPortrait-150x150.jpg 150w, https:\/\/blogs.gm.fh-koeln.de\/konen\/files\/2014\/03\/saminehPortrait-300x300.jpg 300w, https:\/\/blogs.gm.fh-koeln.de\/konen\/files\/2014\/03\/saminehPortrait-144x144.jpg 144w\" sizes=\"auto, (max-width: 426px) 100vw, 426px\" \/><\/td>\n<td>Samineh Bagheri, M. Sc., TH K\u00f6ln<\/td>\n<td> <\/td>\n<td> <\/td>\n<\/tr>\n<tr>\n<td><img loading=\"lazy\" decoding=\"async\" width=\"424\" height=\"591\" class=\"wp-image-1300\" style=\"width: 140px;height: 195px\" src=\"http:\/\/blogs.gm.fh-koeln.de\/konen\/files\/2014\/08\/patrickPortrait.jpg\" alt=\"\" srcset=\"https:\/\/blogs.gm.fh-koeln.de\/konen\/files\/2014\/08\/patrickPortrait.jpg 424w, https:\/\/blogs.gm.fh-koeln.de\/konen\/files\/2014\/08\/patrickPortrait-215x300.jpg 215w\" sizes=\"auto, (max-width: 424px) 100vw, 424px\" \/><\/td>\n<td>Dr. Patrick Koch, TH K\u00f6ln<\/td>\n<td><img loading=\"lazy\" decoding=\"async\" width=\"952\" height=\"1145\" class=\"wp-image-1298\" style=\"width: 150px;height: 180px\" src=\"http:\/\/blogs.gm.fh-koeln.de\/konen\/files\/2014\/08\/konen-3.jpg\" alt=\"\" srcset=\"https:\/\/blogs.gm.fh-koeln.de\/konen\/files\/2014\/08\/konen-3.jpg 952w, https:\/\/blogs.gm.fh-koeln.de\/konen\/files\/2014\/08\/konen-3-249x300.jpg 249w, https:\/\/blogs.gm.fh-koeln.de\/konen\/files\/2014\/08\/konen-3-851x1024.jpg 851w, https:\/\/blogs.gm.fh-koeln.de\/konen\/files\/2014\/08\/konen-3-900x1082.jpg 900w\" sizes=\"auto, (max-width: 952px) 100vw, 952px\" \/><\/td>\n<td>Prof. Dr. Wolfgang Konen, TH K\u00f6ln<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\n\t&nbsp;\n<\/p>\n<p>\n\t<strong><span style=\"font-size:20px\">Publications MONREP<\/span><\/strong>\n<\/p>\n<div class=\"teachpress_pub_list\"><form name=\"tppublistform\" method=\"get\"><a name=\"tppubs\" id=\"tppubs\"><\/a><\/form><div class=\"teachpress_publication_list\"><h3 class=\"tp_h3\" id=\"tp_h3_2020\">2020<\/h3><div class=\"tp_publication tp_publication_phdthesis\"><div class=\"tp_pub_info\"><p class=\"tp_pub_author\"> Bagheri, Samineh<\/p><p class=\"tp_pub_title\">Self-Adjusting Surrogate-Assisted Optimization Techniques for Expensive Constrained Black Box Problems <span class=\"tp_pub_type tp_  phdthesis\">Promotionsarbeit<\/span> <\/p><p class=\"tp_pub_additional\"><span class=\"tp_pub_additional_school\">Leiden University and TH K\u00f6ln, <\/span><span class=\"tp_pub_additional_year\">2020<\/span><span class=\"tp_pub_additional_note\">, (PhD thesis, TH K\u00f6ln dissertation price 2020)<\/span>.<\/p><p class=\"tp_pub_menu\"><span class=\"tp_bibtex_link\"><a id=\"tp_bibtex_sh_2114\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('2114','tp_bibtex')\" title=\"Zeige BibTeX-Eintrag\" style=\"cursor:pointer;\">BibTeX<\/a><\/span><\/p><div class=\"tp_bibtex\" id=\"tp_bibtex_2114\" style=\"display:none;\"><div class=\"tp_bibtex_entry\"><pre>@phdthesis{Bagheri2020,<br \/>\r\ntitle = {Self-Adjusting Surrogate-Assisted Optimization Techniques for Expensive Constrained Black Box Problems},<br \/>\r\nauthor = {Samineh Bagheri},<br \/>\r\nyear  = {2020},<br \/>\r\ndate = {2020-04-01},<br \/>\r\nurldate = {2020-04-01},<br \/>\r\ninstitution = {Institut f\u00fcr Informatik},<br \/>\r\nschool = {Leiden University and TH K\u00f6ln},<br \/>\r\nnote = {PhD thesis, TH K\u00f6ln dissertation price 2020},<br \/>\r\nkeywords = {},<br \/>\r\npubstate = {published},<br \/>\r\ntppubtype = {phdthesis}<br \/>\r\n}<br \/>\r\n<\/pre><\/div><p class=\"tp_close_menu\"><a class=\"tp_close\" onclick=\"teachpress_pub_showhide('2114','tp_bibtex')\">Schlie\u00dfen<\/a><\/p><\/div><\/div><\/div><h3 class=\"tp_h3\" id=\"tp_h3_2019\">2019<\/h3><div class=\"tp_publication tp_publication_inproceedings\"><div class=\"tp_pub_info\"><p class=\"tp_pub_author\"> Bagheri, Samineh;  Konen, Wolfgang;  B\u00e4ck, Thomas<\/p><p class=\"tp_pub_title\"><a class=\"tp_title_link\" onclick=\"teachpress_pub_showhide('2113','tp_links')\" style=\"cursor:pointer;\">Solving Optimization Problems with High Conditioning by Means of Online Whitening<\/a> <span class=\"tp_pub_type tp_  inproceedings\">Proceedings Article<\/span> <\/p><p class=\"tp_pub_additional\"><span class=\"tp_pub_additional_in\">In: <\/span> Lopez-Ibanez, Manuel (Hrsg.): <span class=\"tp_pub_additional_booktitle\">Genetic and Evolutionary Computation Conference 2019 (GECCO'19), Prague, <\/span><span class=\"tp_pub_additional_pages\">S. 243-244, <\/span><span class=\"tp_pub_additional_publisher\">ACM, <\/span><span class=\"tp_pub_additional_year\">2019<\/span>.<\/p><p class=\"tp_pub_menu\"><span class=\"tp_resource_link\"><a id=\"tp_links_sh_2113\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('2113','tp_links')\" title=\"Zeige Links und Ressourcen\" style=\"cursor:pointer;\">Links<\/a><\/span> | <span class=\"tp_bibtex_link\"><a id=\"tp_bibtex_sh_2113\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('2113','tp_bibtex')\" title=\"Zeige BibTeX-Eintrag\" style=\"cursor:pointer;\">BibTeX<\/a><\/span><\/p><div class=\"tp_bibtex\" id=\"tp_bibtex_2113\" style=\"display:none;\"><div class=\"tp_bibtex_entry\"><pre>@inproceedings{Bagh19c,<br \/>\r\ntitle = {Solving Optimization Problems with High Conditioning by Means of Online Whitening},<br \/>\r\nauthor = {Samineh Bagheri and Wolfgang Konen and Thomas B\u00e4ck},<br \/>\r\neditor = {Manuel Lopez-Ibanez},<br \/>\r\nurl = {http:\/\/blogs.gm.fh-koeln.de\/ciop\/files\/2019\/07\/GECCO2019.pdf},<br \/>\r\nyear  = {2019},<br \/>\r\ndate = {2019-07-01},<br \/>\r\nbooktitle = {Genetic and Evolutionary Computation Conference 2019 (GECCO'19), Prague},<br \/>\r\npages = {243-244},<br \/>\r\npublisher = {ACM},<br \/>\r\nkeywords = {},<br \/>\r\npubstate = {published},<br \/>\r\ntppubtype = {inproceedings}<br \/>\r\n}<br \/>\r\n<\/pre><\/div><p class=\"tp_close_menu\"><a class=\"tp_close\" onclick=\"teachpress_pub_showhide('2113','tp_bibtex')\">Schlie\u00dfen<\/a><\/p><\/div><div class=\"tp_links\" id=\"tp_links_2113\" style=\"display:none;\"><div class=\"tp_links_entry\"><ul class=\"tp_pub_list\"><li><i class=\"fas fa-file-pdf\"><\/i><a class=\"tp_pub_list\" href=\"http:\/\/blogs.gm.fh-koeln.de\/ciop\/files\/2019\/07\/GECCO2019.pdf\" title=\"http:\/\/blogs.gm.fh-koeln.de\/ciop\/files\/2019\/07\/GECCO2019.pdf\" target=\"_blank\">http:\/\/blogs.gm.fh-koeln.de\/ciop\/files\/2019\/07\/GECCO2019.pdf<\/a><\/li><\/ul><\/div><p class=\"tp_close_menu\"><a class=\"tp_close\" onclick=\"teachpress_pub_showhide('2113','tp_links')\">Schlie\u00dfen<\/a><\/p><\/div><\/div><\/div><h3 class=\"tp_h3\" id=\"tp_h3_2017\">2017<\/h3><div class=\"tp_publication tp_publication_inproceedings\"><div class=\"tp_pub_info\"><p class=\"tp_pub_author\"> Bagheri, Samineh;  Konen, Wolfgang;  B\u00e4ck, Thomas<\/p><p class=\"tp_pub_title\"><a class=\"tp_title_link\" onclick=\"teachpress_pub_showhide('2096','tp_links')\" style=\"cursor:pointer;\">Comparing Kriging and Radial Basis Function Surrogates<\/a> <span class=\"tp_pub_type tp_  inproceedings\">Proceedings Article<\/span> <\/p><p class=\"tp_pub_additional\"><span class=\"tp_pub_additional_in\">In: <\/span> Hoffmann, Frank;  H\u00fcllermeier, Eyke (Hrsg.): <span class=\"tp_pub_additional_booktitle\">Proceedings 27. Workshop Computational Intelligence, <\/span><span class=\"tp_pub_additional_pages\">S. 243-259, <\/span><span class=\"tp_pub_additional_publisher\">Universit\u00e4tsverlag Karlsruhe, <\/span><span class=\"tp_pub_additional_year\">2017<\/span>.<\/p><p class=\"tp_pub_menu\"><span class=\"tp_resource_link\"><a id=\"tp_links_sh_2096\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('2096','tp_links')\" title=\"Zeige Links und Ressourcen\" style=\"cursor:pointer;\">Links<\/a><\/span> | <span class=\"tp_bibtex_link\"><a id=\"tp_bibtex_sh_2096\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('2096','tp_bibtex')\" title=\"Zeige BibTeX-Eintrag\" style=\"cursor:pointer;\">BibTeX<\/a><\/span><\/p><div class=\"tp_bibtex\" id=\"tp_bibtex_2096\" style=\"display:none;\"><div class=\"tp_bibtex_entry\"><pre>@inproceedings{Bagh17c,<br \/>\r\ntitle = {Comparing Kriging and Radial Basis Function Surrogates},<br \/>\r\nauthor = {Samineh Bagheri and Wolfgang Konen and Thomas B\u00e4ck},<br \/>\r\neditor = {Frank Hoffmann and Eyke H\u00fcllermeier},<br \/>\r\nurl = {https:\/\/publikationen.bibliothek.kit.edu\/1000074341},<br \/>\r\nyear  = {2017},<br \/>\r\ndate = {2017-11-01},<br \/>\r\nbooktitle = {Proceedings 27. Workshop Computational Intelligence},<br \/>\r\npages = {243-259},<br \/>\r\npublisher = {Universit\u00e4tsverlag Karlsruhe},<br \/>\r\nkeywords = {},<br \/>\r\npubstate = {published},<br \/>\r\ntppubtype = {inproceedings}<br \/>\r\n}<br \/>\r\n<\/pre><\/div><p class=\"tp_close_menu\"><a class=\"tp_close\" onclick=\"teachpress_pub_showhide('2096','tp_bibtex')\">Schlie\u00dfen<\/a><\/p><\/div><div class=\"tp_links\" id=\"tp_links_2096\" style=\"display:none;\"><div class=\"tp_links_entry\"><ul class=\"tp_pub_list\"><li><i class=\"fas fa-globe\"><\/i><a class=\"tp_pub_list\" href=\"https:\/\/publikationen.bibliothek.kit.edu\/1000074341\" title=\"https:\/\/publikationen.bibliothek.kit.edu\/1000074341\" target=\"_blank\">https:\/\/publikationen.bibliothek.kit.edu\/1000074341<\/a><\/li><\/ul><\/div><p class=\"tp_close_menu\"><a class=\"tp_close\" onclick=\"teachpress_pub_showhide('2096','tp_links')\">Schlie\u00dfen<\/a><\/p><\/div><\/div><\/div><div class=\"tp_publication tp_publication_inproceedings\"><div class=\"tp_pub_info\"><p class=\"tp_pub_author\"> Bagheri, Samineh;  Konen, Wolfgang;  Allmendinger, Richard;  Branke, J\u00fcrgen;  Deb, Kalyanmoy;  Fieldsend, Jonathan;  Quagliarella, Domenico;  Sindhya, Karthik<\/p><p class=\"tp_pub_title\"><a class=\"tp_title_link\" onclick=\"teachpress_pub_showhide('2000','tp_links')\" style=\"cursor:pointer;\">Constraint Handling in Efficient Global Optimization<\/a> <span class=\"tp_pub_type tp_  inproceedings\">Proceedings Article<\/span> <\/p><p class=\"tp_pub_additional\"><span class=\"tp_pub_additional_in\">In: <\/span> Bosman, Peter A. N. (Hrsg.): <span class=\"tp_pub_additional_booktitle\">Genetic and Evolutionary Computation Conference 2017 (GECCO'17), Berlin, <\/span><span class=\"tp_pub_additional_pages\">S. 1, <\/span><span class=\"tp_pub_additional_publisher\">ACM, <\/span><span class=\"tp_pub_additional_year\">2017<\/span>.<\/p><p class=\"tp_pub_menu\"><span class=\"tp_resource_link\"><a id=\"tp_links_sh_2000\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('2000','tp_links')\" title=\"Zeige Links und Ressourcen\" style=\"cursor:pointer;\">Links<\/a><\/span> | <span class=\"tp_bibtex_link\"><a id=\"tp_bibtex_sh_2000\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('2000','tp_bibtex')\" title=\"Zeige BibTeX-Eintrag\" style=\"cursor:pointer;\">BibTeX<\/a><\/span><\/p><div class=\"tp_bibtex\" id=\"tp_bibtex_2000\" style=\"display:none;\"><div class=\"tp_bibtex_entry\"><pre>@inproceedings{Bagh17a,<br \/>\r\ntitle = {Constraint Handling in Efficient Global Optimization},<br \/>\r\nauthor = { Samineh Bagheri and Wolfgang Konen and Richard Allmendinger and J\u00fcrgen Branke and Kalyanmoy Deb and Jonathan Fieldsend and Domenico Quagliarella and Karthik Sindhya},<br \/>\r\neditor = {Bosman, Peter A. N.},<br \/>\r\nurl = {http:\/\/www.gm.fh-koeln.de\/~konen\/Publikationen\/Bagh17-GECCO.pdf},<br \/>\r\nyear  = {2017},<br \/>\r\ndate = {2017-07-01},<br \/>\r\nbooktitle = {Genetic and Evolutionary Computation Conference 2017 (GECCO'17), Berlin},<br \/>\r\npages = {1},<br \/>\r\npublisher = {ACM},<br \/>\r\nkeywords = {},<br \/>\r\npubstate = {published},<br \/>\r\ntppubtype = {inproceedings}<br \/>\r\n}<br \/>\r\n<\/pre><\/div><p class=\"tp_close_menu\"><a class=\"tp_close\" onclick=\"teachpress_pub_showhide('2000','tp_bibtex')\">Schlie\u00dfen<\/a><\/p><\/div><div class=\"tp_links\" id=\"tp_links_2000\" style=\"display:none;\"><div class=\"tp_links_entry\"><ul class=\"tp_pub_list\"><li><i class=\"fas fa-file-pdf\"><\/i><a class=\"tp_pub_list\" href=\"http:\/\/www.gm.fh-koeln.de\/~konen\/Publikationen\/Bagh17-GECCO.pdf\" title=\"http:\/\/www.gm.fh-koeln.de\/~konen\/Publikationen\/Bagh17-GECCO.pdf\" target=\"_blank\">http:\/\/www.gm.fh-koeln.de\/~konen\/Publikationen\/Bagh17-GECCO.pdf<\/a><\/li><\/ul><\/div><p class=\"tp_close_menu\"><a class=\"tp_close\" onclick=\"teachpress_pub_showhide('2000','tp_links')\">Schlie\u00dfen<\/a><\/p><\/div><\/div><\/div><div class=\"tp_publication tp_publication_article\"><div class=\"tp_pub_info\"><p class=\"tp_pub_author\"> Bagheri, Samineh;  Konen, Wolfgang;  Emmerich, Michael;  B\u00e4ck, Thomas<\/p><p class=\"tp_pub_title\"><a class=\"tp_title_link\" onclick=\"teachpress_pub_showhide('2092','tp_links')\" style=\"cursor:pointer;\">Self-adjusting parameter control for surrogate-assisted constrained optimization under limited budgets<\/a> <span class=\"tp_pub_type tp_  article\">Artikel<\/span> <\/p><p class=\"tp_pub_additional\"><span class=\"tp_pub_additional_in\">In: <\/span><span class=\"tp_pub_additional_journal\">Applied Soft Computing, <\/span><span class=\"tp_pub_additional_volume\">Bd. 61, <\/span><span class=\"tp_pub_additional_pages\">S. 377-393, <\/span><span class=\"tp_pub_additional_year\">2017<\/span>, <span class=\"tp_pub_additional_issn\">ISSN: 1568-4946<\/span>.<\/p><p class=\"tp_pub_menu\"><span class=\"tp_resource_link\"><a id=\"tp_links_sh_2092\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('2092','tp_links')\" title=\"Zeige Links und Ressourcen\" style=\"cursor:pointer;\">Links<\/a><\/span> | <span class=\"tp_bibtex_link\"><a id=\"tp_bibtex_sh_2092\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('2092','tp_bibtex')\" title=\"Zeige BibTeX-Eintrag\" style=\"cursor:pointer;\">BibTeX<\/a><\/span><\/p><div class=\"tp_bibtex\" id=\"tp_bibtex_2092\" style=\"display:none;\"><div class=\"tp_bibtex_entry\"><pre>@article{Bagh17b,<br \/>\r\ntitle = {Self-adjusting parameter control for surrogate-assisted constrained optimization under limited budgets},<br \/>\r\nauthor = {Samineh Bagheri and Wolfgang Konen and Michael Emmerich and Thomas B\u00e4ck},<br \/>\r\nurl = {http:\/\/www.gm.fh-koeln.de\/ciopwebpub\/Bagh17b\/ASOC-SACOBRA17.pdf},<br \/>\r\ndoi = {https:\/\/doi.org\/10.1016\/j.asoc.2017.07.060},<br \/>\r\nissn = {1568-4946},<br \/>\r\nyear  = {2017},<br \/>\r\ndate = {2017-01-01},<br \/>\r\njournal = {Applied Soft Computing},<br \/>\r\nvolume = {61},<br \/>\r\npages = {377-393},<br \/>\r\nkeywords = {},<br \/>\r\npubstate = {published},<br \/>\r\ntppubtype = {article}<br \/>\r\n}<br \/>\r\n<\/pre><\/div><p class=\"tp_close_menu\"><a class=\"tp_close\" onclick=\"teachpress_pub_showhide('2092','tp_bibtex')\">Schlie\u00dfen<\/a><\/p><\/div><div class=\"tp_links\" id=\"tp_links_2092\" style=\"display:none;\"><div class=\"tp_links_entry\"><ul class=\"tp_pub_list\"><li><i class=\"fas fa-file-pdf\"><\/i><a class=\"tp_pub_list\" href=\"http:\/\/www.gm.fh-koeln.de\/ciopwebpub\/Bagh17b\/ASOC-SACOBRA17.pdf\" title=\"http:\/\/www.gm.fh-koeln.de\/ciopwebpub\/Bagh17b\/ASOC-SACOBRA17.pdf\" target=\"_blank\">http:\/\/www.gm.fh-koeln.de\/ciopwebpub\/Bagh17b\/ASOC-SACOBRA17.pdf<\/a><\/li><li><i class=\"ai ai-doi\"><\/i><a class=\"tp_pub_list\" href=\"https:\/\/dx.doi.org\/https:\/\/doi.org\/10.1016\/j.asoc.2017.07.060\" title=\"Folge der DOI-Nummer:https:\/\/doi.org\/10.1016\/j.asoc.2017.07.060\" target=\"_blank\">doi:https:\/\/doi.org\/10.1016\/j.asoc.2017.07.060<\/a><\/li><\/ul><\/div><p class=\"tp_close_menu\"><a class=\"tp_close\" onclick=\"teachpress_pub_showhide('2092','tp_links')\">Schlie\u00dfen<\/a><\/p><\/div><\/div><\/div><h3 class=\"tp_h3\" id=\"tp_h3_2016\">2016<\/h3><div class=\"tp_publication tp_publication_inproceedings\"><div class=\"tp_pub_info\"><p class=\"tp_pub_author\"> Bagheri, Samineh;  Konen, Wolfgang;  B\u00e4ck, Thomas<\/p><p class=\"tp_pub_title\"><a class=\"tp_title_link\" onclick=\"teachpress_pub_showhide('2091','tp_links')\" style=\"cursor:pointer;\">Online Selection of Surrogate Models for Constrained Black-Box Optimization<\/a> <span class=\"tp_pub_type tp_  inproceedings\">Proceedings Article<\/span> <\/p><p class=\"tp_pub_additional\"><span class=\"tp_pub_additional_in\">In: <\/span> Jin, Yaochu (Hrsg.): <span class=\"tp_pub_additional_booktitle\">SSCI'2016, Athens, <\/span><span class=\"tp_pub_additional_pages\">S. 1, <\/span><span class=\"tp_pub_additional_publisher\">IEEE, <\/span><span class=\"tp_pub_additional_year\">2016<\/span><span class=\"tp_pub_additional_note\">, (**Best Student Paper Award**)<\/span>.<\/p><p class=\"tp_pub_menu\"><span class=\"tp_resource_link\"><a id=\"tp_links_sh_2091\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('2091','tp_links')\" title=\"Zeige Links und Ressourcen\" style=\"cursor:pointer;\">Links<\/a><\/span> | <span class=\"tp_bibtex_link\"><a id=\"tp_bibtex_sh_2091\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('2091','tp_bibtex')\" title=\"Zeige BibTeX-Eintrag\" style=\"cursor:pointer;\">BibTeX<\/a><\/span><\/p><div class=\"tp_bibtex\" id=\"tp_bibtex_2091\" style=\"display:none;\"><div class=\"tp_bibtex_entry\"><pre>@inproceedings{Bagh16c,<br \/>\r\ntitle = {Online Selection of Surrogate Models for Constrained Black-Box Optimization},<br \/>\r\nauthor = {Samineh Bagheri and Wolfgang Konen and Thomas B\u00e4ck},<br \/>\r\neditor = {Yaochu Jin},<br \/>\r\nurl = {http:\/\/www.gm.fh-koeln.de\/~konen\/Publikationen\/Bagh16-SSCI.pdf},<br \/>\r\nyear  = {2016},<br \/>\r\ndate = {2016-12-01},<br \/>\r\nbooktitle = {SSCI'2016, Athens},<br \/>\r\npages = {1},<br \/>\r\npublisher = {IEEE},<br \/>\r\nnote = {**Best Student Paper Award**},<br \/>\r\nkeywords = {},<br \/>\r\npubstate = {published},<br \/>\r\ntppubtype = {inproceedings}<br \/>\r\n}<br \/>\r\n<\/pre><\/div><p class=\"tp_close_menu\"><a class=\"tp_close\" onclick=\"teachpress_pub_showhide('2091','tp_bibtex')\">Schlie\u00dfen<\/a><\/p><\/div><div class=\"tp_links\" id=\"tp_links_2091\" style=\"display:none;\"><div class=\"tp_links_entry\"><ul class=\"tp_pub_list\"><li><i class=\"fas fa-file-pdf\"><\/i><a class=\"tp_pub_list\" href=\"http:\/\/www.gm.fh-koeln.de\/~konen\/Publikationen\/Bagh16-SSCI.pdf\" title=\"http:\/\/www.gm.fh-koeln.de\/~konen\/Publikationen\/Bagh16-SSCI.pdf\" target=\"_blank\">http:\/\/www.gm.fh-koeln.de\/~konen\/Publikationen\/Bagh16-SSCI.pdf<\/a><\/li><\/ul><\/div><p class=\"tp_close_menu\"><a class=\"tp_close\" onclick=\"teachpress_pub_showhide('2091','tp_links')\">Schlie\u00dfen<\/a><\/p><\/div><\/div><\/div><div class=\"tp_publication tp_publication_inproceedings\"><div class=\"tp_pub_info\"><p class=\"tp_pub_author\"> Bagheri, Samineh;  Konen, Wolfgang;  B\u00e4ck, Thomas<\/p><p class=\"tp_pub_title\"><a class=\"tp_title_link\" onclick=\"teachpress_pub_showhide('1997','tp_links')\" style=\"cursor:pointer;\">Equality Constraint Handling for Surrogate-Assisted Constrained Optimization<\/a> <span class=\"tp_pub_type tp_  inproceedings\">Proceedings Article<\/span> <\/p><p class=\"tp_pub_additional\"><span class=\"tp_pub_additional_in\">In: <\/span> Tan, Kay Chen (Hrsg.): <span class=\"tp_pub_additional_booktitle\">WCCI'2016, Vancouver, <\/span><span class=\"tp_pub_additional_pages\">S.  1924\u20131931, <\/span><span class=\"tp_pub_additional_publisher\">IEEE, <\/span><span class=\"tp_pub_additional_year\">2016<\/span>.<\/p><p class=\"tp_pub_menu\"><span class=\"tp_resource_link\"><a id=\"tp_links_sh_1997\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('1997','tp_links')\" title=\"Zeige Links und Ressourcen\" style=\"cursor:pointer;\">Links<\/a><\/span> | <span class=\"tp_bibtex_link\"><a id=\"tp_bibtex_sh_1997\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('1997','tp_bibtex')\" title=\"Zeige BibTeX-Eintrag\" style=\"cursor:pointer;\">BibTeX<\/a><\/span><\/p><div class=\"tp_bibtex\" id=\"tp_bibtex_1997\" style=\"display:none;\"><div class=\"tp_bibtex_entry\"><pre>@inproceedings{Bagh16a,<br \/>\r\ntitle = {Equality Constraint Handling for Surrogate-Assisted Constrained Optimization},<br \/>\r\nauthor = { Samineh Bagheri and Wolfgang Konen and Thomas B\u00e4ck},<br \/>\r\neditor = {Tan, Kay Chen},<br \/>\r\nurl = {http:\/\/www.gm.fh-koeln.de\/~konen\/Publikationen\/Bagh16-WCCI.pdf},<br \/>\r\nyear  = {2016},<br \/>\r\ndate = {2016-07-01},<br \/>\r\nbooktitle = {WCCI'2016, Vancouver},<br \/>\r\npages = { 1924--1931},<br \/>\r\npublisher = {IEEE},<br \/>\r\nkeywords = {},<br \/>\r\npubstate = {published},<br \/>\r\ntppubtype = {inproceedings}<br \/>\r\n}<br \/>\r\n<\/pre><\/div><p class=\"tp_close_menu\"><a class=\"tp_close\" onclick=\"teachpress_pub_showhide('1997','tp_bibtex')\">Schlie\u00dfen<\/a><\/p><\/div><div class=\"tp_links\" id=\"tp_links_1997\" style=\"display:none;\"><div class=\"tp_links_entry\"><ul class=\"tp_pub_list\"><li><i class=\"fas fa-file-pdf\"><\/i><a class=\"tp_pub_list\" href=\"http:\/\/www.gm.fh-koeln.de\/~konen\/Publikationen\/Bagh16-WCCI.pdf\" title=\"http:\/\/www.gm.fh-koeln.de\/~konen\/Publikationen\/Bagh16-WCCI.pdf\" target=\"_blank\">http:\/\/www.gm.fh-koeln.de\/~konen\/Publikationen\/Bagh16-WCCI.pdf<\/a><\/li><\/ul><\/div><p class=\"tp_close_menu\"><a class=\"tp_close\" onclick=\"teachpress_pub_showhide('1997','tp_links')\">Schlie\u00dfen<\/a><\/p><\/div><\/div><\/div><h3 class=\"tp_h3\" id=\"tp_h3_2015\">2015<\/h3><div class=\"tp_publication tp_publication_techreport\"><div class=\"tp_pub_info\"><p class=\"tp_pub_author\"> Bagheri, Samineh;  Konen, Wolfgang;  Emmerich, Michael;  B\u00e4ck, Thomas<\/p><p class=\"tp_pub_title\"><a class=\"tp_title_link\" onclick=\"teachpress_pub_showhide('1996','tp_links')\" style=\"cursor:pointer;\">Solving the G-problems in less than 500 iterations: Improved efficient constrained optimization by surrogate modeling and adaptive parameter control<\/a> <span class=\"tp_pub_type tp_  techreport\">Forschungsbericht<\/span> <\/p><p class=\"tp_pub_additional\"><span class=\"tp_pub_additional_institution\">Research Center CIOP (Computational Intelligence, Optimization and Data Mining) <\/span><span class=\"tp_pub_additional_address\">Cologne University of Applied Science, Faculty of Computer Science and Engineering Science, <\/span><span class=\"tp_pub_additional_number\">Nr. 06\/15; arXiv: 1512.09251, <\/span><span class=\"tp_pub_additional_year\">2015<\/span>, <span class=\"tp_pub_additional_issn\">ISSN: 2191-365X<\/span><span class=\"tp_pub_additional_note\">, (e-print published at http:\/\/arxiv.org\/abs\/1512.09251)<\/span>.<\/p><p class=\"tp_pub_menu\"><span class=\"tp_resource_link\"><a id=\"tp_links_sh_1996\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('1996','tp_links')\" title=\"Zeige Links und Ressourcen\" style=\"cursor:pointer;\">Links<\/a><\/span> | <span class=\"tp_bibtex_link\"><a id=\"tp_bibtex_sh_1996\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('1996','tp_bibtex')\" title=\"Zeige BibTeX-Eintrag\" style=\"cursor:pointer;\">BibTeX<\/a><\/span><\/p><div class=\"tp_bibtex\" id=\"tp_bibtex_1996\" style=\"display:none;\"><div class=\"tp_bibtex_entry\"><pre>@techreport{Bagh15c,<br \/>\r\ntitle = {Solving the G-problems in less than 500 iterations: Improved efficient constrained optimization by surrogate modeling and adaptive parameter control},<br \/>\r\nauthor = { Samineh Bagheri and Wolfgang Konen and Michael Emmerich and Thomas B\u00e4ck},<br \/>\r\nurl = {http:\/\/arxiv.org\/abs\/1512.09251},<br \/>\r\nissn = {2191-365X},<br \/>\r\nyear  = {2015},<br \/>\r\ndate = {2015-12-01},<br \/>\r\nnumber = {06\/15; arXiv: 1512.09251},<br \/>\r\naddress = {Cologne University of Applied Science, Faculty of Computer Science and Engineering Science},<br \/>\r\ninstitution = {Research Center CIOP (Computational Intelligence, Optimization and Data Mining)},<br \/>\r\nnote = {e-print published at http:\/\/arxiv.org\/abs\/1512.09251},<br \/>\r\nkeywords = {},<br \/>\r\npubstate = {published},<br \/>\r\ntppubtype = {techreport}<br \/>\r\n}<br \/>\r\n<\/pre><\/div><p class=\"tp_close_menu\"><a class=\"tp_close\" onclick=\"teachpress_pub_showhide('1996','tp_bibtex')\">Schlie\u00dfen<\/a><\/p><\/div><div class=\"tp_links\" id=\"tp_links_1996\" style=\"display:none;\"><div class=\"tp_links_entry\"><ul class=\"tp_pub_list\"><li><i class=\"ai ai-arxiv\"><\/i><a class=\"tp_pub_list\" href=\"http:\/\/arxiv.org\/abs\/1512.09251\" title=\"http:\/\/arxiv.org\/abs\/1512.09251\" target=\"_blank\">http:\/\/arxiv.org\/abs\/1512.09251<\/a><\/li><\/ul><\/div><p class=\"tp_close_menu\"><a class=\"tp_close\" onclick=\"teachpress_pub_showhide('1996','tp_links')\">Schlie\u00dfen<\/a><\/p><\/div><\/div><\/div><div class=\"tp_publication tp_publication_inproceedings\"><div class=\"tp_pub_info\"><p class=\"tp_pub_author\"> Bagheri, Samineh;  Konen, Wolfgang;  Foussette, Christophe;  Krause, Peter;  B\u00e4ck, Thomas;  Koch, Patrick<\/p><p class=\"tp_pub_title\"><a class=\"tp_title_link\" onclick=\"teachpress_pub_showhide('1995','tp_links')\" style=\"cursor:pointer;\">SACOBRA: Self-Adjusting Constrained Black-Box Optimization with RBF<\/a> <span class=\"tp_pub_type tp_  inproceedings\">Proceedings Article<\/span> <\/p><p class=\"tp_pub_additional\"><span class=\"tp_pub_additional_in\">In: <\/span> Hoffmann, Frank;  H\u00fcllermeier, Eyke (Hrsg.): <span class=\"tp_pub_additional_booktitle\">Proceedings 25. Workshop Computational Intelligence, <\/span><span class=\"tp_pub_additional_pages\">S. 87-98, <\/span><span class=\"tp_pub_additional_publisher\">Universit\u00e4tsverlag Karlsruhe, <\/span><span class=\"tp_pub_additional_year\">2015<\/span><span class=\"tp_pub_additional_note\">, (**Young Author Award**)<\/span>.<\/p><p class=\"tp_pub_menu\"><span class=\"tp_resource_link\"><a id=\"tp_links_sh_1995\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('1995','tp_links')\" title=\"Zeige Links und Ressourcen\" style=\"cursor:pointer;\">Links<\/a><\/span> | <span class=\"tp_bibtex_link\"><a id=\"tp_bibtex_sh_1995\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('1995','tp_bibtex')\" title=\"Zeige BibTeX-Eintrag\" style=\"cursor:pointer;\">BibTeX<\/a><\/span><\/p><div class=\"tp_bibtex\" id=\"tp_bibtex_1995\" style=\"display:none;\"><div class=\"tp_bibtex_entry\"><pre>@inproceedings{Bagh15b,<br \/>\r\ntitle = {SACOBRA: Self-Adjusting Constrained Black-Box Optimization with RBF},<br \/>\r\nauthor = { Samineh Bagheri and Wolfgang Konen and Christophe Foussette and Peter Krause and Thomas B\u00e4ck and Patrick Koch},<br \/>\r\neditor = {Hoffmann, Frank and H\u00fcllermeier, Eyke},<br \/>\r\nurl = {http:\/\/www.gm.fh-koeln.de\/~konen\/Publikationen\/Bagh15-GMA-CI.pdf},<br \/>\r\nyear  = {2015},<br \/>\r\ndate = {2015-11-01},<br \/>\r\nbooktitle = {Proceedings 25. Workshop Computational Intelligence},<br \/>\r\npages = {87-98},<br \/>\r\npublisher = {Universit\u00e4tsverlag Karlsruhe},<br \/>\r\nnote = {**Young Author Award**},<br \/>\r\nkeywords = {},<br \/>\r\npubstate = {published},<br \/>\r\ntppubtype = {inproceedings}<br \/>\r\n}<br \/>\r\n<\/pre><\/div><p class=\"tp_close_menu\"><a class=\"tp_close\" onclick=\"teachpress_pub_showhide('1995','tp_bibtex')\">Schlie\u00dfen<\/a><\/p><\/div><div class=\"tp_links\" id=\"tp_links_1995\" style=\"display:none;\"><div class=\"tp_links_entry\"><ul class=\"tp_pub_list\"><li><i class=\"fas fa-file-pdf\"><\/i><a class=\"tp_pub_list\" href=\"http:\/\/www.gm.fh-koeln.de\/~konen\/Publikationen\/Bagh15-GMA-CI.pdf\" title=\"http:\/\/www.gm.fh-koeln.de\/~konen\/Publikationen\/Bagh15-GMA-CI.pdf\" target=\"_blank\">http:\/\/www.gm.fh-koeln.de\/~konen\/Publikationen\/Bagh15-GMA-CI.pdf<\/a><\/li><\/ul><\/div><p class=\"tp_close_menu\"><a class=\"tp_close\" onclick=\"teachpress_pub_showhide('1995','tp_links')\">Schlie\u00dfen<\/a><\/p><\/div><\/div><\/div><div class=\"tp_publication tp_publication_inproceedings\"><div class=\"tp_pub_info\"><p class=\"tp_pub_author\"> Koch, Patrick;  Bagheri, Samineh;  Konen, Wolfgang;  Foussette, Christophe;  Krause, Peter;  B\u00e4ck, Thomas<\/p><p class=\"tp_pub_title\"><a class=\"tp_title_link\" onclick=\"teachpress_pub_showhide('2030','tp_links')\" style=\"cursor:pointer;\">A New Repair Method For Constrained Optimization<\/a> <span class=\"tp_pub_type tp_  inproceedings\">Proceedings Article<\/span> <\/p><p class=\"tp_pub_additional\"><span class=\"tp_pub_additional_in\">In: <\/span> Jim\u00e9nez-Laredo, Juan Luis (Hrsg.): <span class=\"tp_pub_additional_booktitle\">Proceedings of the 17th Genetic and Evolutionary Computation Conference (GECCO'15), <\/span><span class=\"tp_pub_additional_year\">2015<\/span>.<\/p><p class=\"tp_pub_menu\"><span class=\"tp_resource_link\"><a id=\"tp_links_sh_2030\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('2030','tp_links')\" title=\"Zeige Links und Ressourcen\" style=\"cursor:pointer;\">Links<\/a><\/span> | <span class=\"tp_bibtex_link\"><a id=\"tp_bibtex_sh_2030\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('2030','tp_bibtex')\" title=\"Zeige BibTeX-Eintrag\" style=\"cursor:pointer;\">BibTeX<\/a><\/span><\/p><div class=\"tp_bibtex\" id=\"tp_bibtex_2030\" style=\"display:none;\"><div class=\"tp_bibtex_entry\"><pre>@inproceedings{Koch15a,<br \/>\r\ntitle = {A New Repair Method For Constrained Optimization},<br \/>\r\nauthor = { Patrick Koch and Samineh Bagheri and Wolfgang Konen and Christophe Foussette and Peter Krause and Thomas B\u00e4ck},<br \/>\r\neditor = {Jim\u00e9nez-Laredo, Juan Luis},<br \/>\r\nurl = {http:\/\/www.gm.fh-koeln.de\/~konen\/Publikationen\/Koch2015a-GECCO.pdf},<br \/>\r\nyear  = {2015},<br \/>\r\ndate = {2015-01-01},<br \/>\r\nbooktitle = {Proceedings of the 17th Genetic and Evolutionary Computation Conference (GECCO'15)},<br \/>\r\nkeywords = {},<br \/>\r\npubstate = {published},<br \/>\r\ntppubtype = {inproceedings}<br \/>\r\n}<br \/>\r\n<\/pre><\/div><p class=\"tp_close_menu\"><a class=\"tp_close\" onclick=\"teachpress_pub_showhide('2030','tp_bibtex')\">Schlie\u00dfen<\/a><\/p><\/div><div class=\"tp_links\" id=\"tp_links_2030\" style=\"display:none;\"><div class=\"tp_links_entry\"><ul class=\"tp_pub_list\"><li><i class=\"fas fa-file-pdf\"><\/i><a class=\"tp_pub_list\" href=\"http:\/\/www.gm.fh-koeln.de\/~konen\/Publikationen\/Koch2015a-GECCO.pdf\" title=\"http:\/\/www.gm.fh-koeln.de\/~konen\/Publikationen\/Koch2015a-GECCO.pdf\" target=\"_blank\">http:\/\/www.gm.fh-koeln.de\/~konen\/Publikationen\/Koch2015a-GECCO.pdf<\/a><\/li><\/ul><\/div><p class=\"tp_close_menu\"><a class=\"tp_close\" onclick=\"teachpress_pub_showhide('2030','tp_links')\">Schlie\u00dfen<\/a><\/p><\/div><\/div><\/div><div class=\"tp_publication tp_publication_techreport\"><div class=\"tp_pub_info\"><p class=\"tp_pub_author\"> Konen, Wolfgang<\/p><p class=\"tp_pub_title\"><a class=\"tp_title_link\" onclick=\"teachpress_pub_showhide('2054','tp_links')\" style=\"cursor:pointer;\">The rCMA Tutorial: Examples for using CMA-ES in R<\/a> <span class=\"tp_pub_type tp_  techreport\">Forschungsbericht<\/span> <\/p><p class=\"tp_pub_additional\"><span class=\"tp_pub_additional_institution\">Research Center CIOP (Computational Intelligence, Optimization and Data Mining) <\/span><span class=\"tp_pub_additional_address\">Cologne University of Applied Science, <\/span><span class=\"tp_pub_additional_year\">2015<\/span>.<\/p><p class=\"tp_pub_menu\"><span class=\"tp_resource_link\"><a id=\"tp_links_sh_2054\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('2054','tp_links')\" title=\"Zeige Links und Ressourcen\" style=\"cursor:pointer;\">Links<\/a><\/span> | <span class=\"tp_bibtex_link\"><a id=\"tp_bibtex_sh_2054\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('2054','tp_bibtex')\" title=\"Zeige BibTeX-Eintrag\" style=\"cursor:pointer;\">BibTeX<\/a><\/span><\/p><div class=\"tp_bibtex\" id=\"tp_bibtex_2054\" style=\"display:none;\"><div class=\"tp_bibtex_entry\"><pre>@techreport{Kone15b,<br \/>\r\ntitle = {The rCMA Tutorial: Examples for using CMA-ES in R},<br \/>\r\nauthor = { Wolfgang Konen},<br \/>\r\nurl = {http:\/\/www.gm.fh-koeln.de\/ciopwebpub\/Kone15b.d\/rCMA-tutorial.pdf},<br \/>\r\nyear  = {2015},<br \/>\r\ndate = {2015-00-01},<br \/>\r\naddress = {Cologne University of Applied Science},<br \/>\r\ninstitution = {Research Center CIOP (Computational Intelligence, Optimization and Data Mining)},<br \/>\r\nkeywords = {},<br \/>\r\npubstate = {published},<br \/>\r\ntppubtype = {techreport}<br \/>\r\n}<br \/>\r\n<\/pre><\/div><p class=\"tp_close_menu\"><a class=\"tp_close\" onclick=\"teachpress_pub_showhide('2054','tp_bibtex')\">Schlie\u00dfen<\/a><\/p><\/div><div class=\"tp_links\" id=\"tp_links_2054\" style=\"display:none;\"><div class=\"tp_links_entry\"><ul class=\"tp_pub_list\"><li><i class=\"fas fa-file-pdf\"><\/i><a class=\"tp_pub_list\" href=\"http:\/\/www.gm.fh-koeln.de\/ciopwebpub\/Kone15b.d\/rCMA-tutorial.pdf\" title=\"http:\/\/www.gm.fh-koeln.de\/ciopwebpub\/Kone15b.d\/rCMA-tutorial.pdf\" target=\"_blank\">http:\/\/www.gm.fh-koeln.de\/ciopwebpub\/Kone15b.d\/rCMA-tutorial.pdf<\/a><\/li><\/ul><\/div><p class=\"tp_close_menu\"><a class=\"tp_close\" onclick=\"teachpress_pub_showhide('2054','tp_links')\">Schlie\u00dfen<\/a><\/p><\/div><\/div><\/div><h3 class=\"tp_h3\" id=\"tp_h3_2014\">2014<\/h3><div class=\"tp_publication tp_publication_inproceedings\"><div class=\"tp_pub_info\"><p class=\"tp_pub_author\"> Koch, Patrick;  Bagheri, Samineh;  Foussette, Christophe;  Krause, Peter;  B\u00e4ck, Thomas;  Konen, Wolfgang<\/p><p class=\"tp_pub_title\"><a class=\"tp_title_link\" onclick=\"teachpress_pub_showhide('2029','tp_links')\" style=\"cursor:pointer;\">Constrained Optimization with a Limited Number of Function Evaluations<\/a> <span class=\"tp_pub_type tp_  inproceedings\">Proceedings Article<\/span> <\/p><p class=\"tp_pub_additional\"><span class=\"tp_pub_additional_in\">In: <\/span> Hoffmann, Frank;  H\u00fcllermeier, Eyke (Hrsg.): <span class=\"tp_pub_additional_booktitle\">Proceedings 24. Workshop Computational Intelligence, <\/span><span class=\"tp_pub_additional_pages\">S. 119\u2013134, <\/span><span class=\"tp_pub_additional_publisher\">Universit\u00e4tsverlag Karlsruhe, <\/span><span class=\"tp_pub_additional_year\">2014<\/span><span class=\"tp_pub_additional_note\">, (**Young Author Award**)<\/span>.<\/p><p class=\"tp_pub_menu\"><span class=\"tp_resource_link\"><a id=\"tp_links_sh_2029\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('2029','tp_links')\" title=\"Zeige Links und Ressourcen\" style=\"cursor:pointer;\">Links<\/a><\/span> | <span class=\"tp_bibtex_link\"><a id=\"tp_bibtex_sh_2029\" class=\"tp_show\" onclick=\"teachpress_pub_showhide('2029','tp_bibtex')\" title=\"Zeige BibTeX-Eintrag\" style=\"cursor:pointer;\">BibTeX<\/a><\/span><\/p><div class=\"tp_bibtex\" id=\"tp_bibtex_2029\" style=\"display:none;\"><div class=\"tp_bibtex_entry\"><pre>@inproceedings{Koch14a,<br \/>\r\ntitle = {Constrained Optimization with a Limited Number of Function Evaluations},<br \/>\r\nauthor = { Patrick Koch and Samineh Bagheri and Christophe Foussette and Peter Krause and Thomas B\u00e4ck and Wolfgang Konen},<br \/>\r\neditor = {Hoffmann, Frank and H\u00fcllermeier, Eyke},<br \/>\r\nurl = {http:\/\/www.gm.fh-koeln.de\/~konen\/Publikationen\/Koch2014a-GMA-CI.pdf},<br \/>\r\nyear  = {2014},<br \/>\r\ndate = {2014-01-01},<br \/>\r\nbooktitle = {Proceedings 24. Workshop Computational Intelligence},<br \/>\r\npages = {119--134},<br \/>\r\npublisher = {Universit\u00e4tsverlag Karlsruhe},<br \/>\r\nnote = {**Young Author Award**},<br \/>\r\nkeywords = {},<br \/>\r\npubstate = {published},<br \/>\r\ntppubtype = {inproceedings}<br \/>\r\n}<br \/>\r\n<\/pre><\/div><p class=\"tp_close_menu\"><a class=\"tp_close\" onclick=\"teachpress_pub_showhide('2029','tp_bibtex')\">Schlie\u00dfen<\/a><\/p><\/div><div class=\"tp_links\" id=\"tp_links_2029\" style=\"display:none;\"><div class=\"tp_links_entry\"><ul class=\"tp_pub_list\"><li><i class=\"fas fa-file-pdf\"><\/i><a class=\"tp_pub_list\" href=\"http:\/\/www.gm.fh-koeln.de\/~konen\/Publikationen\/Koch2014a-GMA-CI.pdf\" title=\"http:\/\/www.gm.fh-koeln.de\/~konen\/Publikationen\/Koch2014a-GMA-CI.pdf\" target=\"_blank\">http:\/\/www.gm.fh-koeln.de\/~konen\/Publikationen\/Koch2014a-GMA-CI.pdf<\/a><\/li><\/ul><\/div><p class=\"tp_close_menu\"><a class=\"tp_close\" onclick=\"teachpress_pub_showhide('2029','tp_links')\">Schlie\u00dfen<\/a><\/p><\/div><\/div><\/div><\/div><\/div>\n","protected":false},"excerpt":{"rendered":"<p>Model-based Optimization for Nonlinear, REstricted Production processes MONREP, funded by the German minister for economics (BMWi), is a ZIM project (central innovation SME) is conducted during the time span 2014-2016. Project partners are Cologne University of Applied Sciences, and&nbsp; divis GmbH, Dortmund.&nbsp; Research area: applied computer science, high-dimensional modelling, expensive computer simulations, optimization, constraings, computational&#8230;  <a href=\"https:\/\/blogs.gm.fh-koeln.de\/konen\/projects\/monrep\/\" class=\"more-link\" title=\"Read MONREP\"><?php _e(\"Read more &raquo;\",\"wpbootstrap\"); ?><\/a><\/p>\n","protected":false},"author":38,"featured_media":0,"parent":525,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_acf_changed":false,"footnotes":"","_links_to":"","_links_to_target":""},"class_list":["post-1038","page","type-page","status-publish","hentry"],"acf":[],"_links":{"self":[{"href":"https:\/\/blogs.gm.fh-koeln.de\/konen\/wp-json\/wp\/v2\/pages\/1038","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/blogs.gm.fh-koeln.de\/konen\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/blogs.gm.fh-koeln.de\/konen\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/blogs.gm.fh-koeln.de\/konen\/wp-json\/wp\/v2\/users\/38"}],"replies":[{"embeddable":true,"href":"https:\/\/blogs.gm.fh-koeln.de\/konen\/wp-json\/wp\/v2\/comments?post=1038"}],"version-history":[{"count":15,"href":"https:\/\/blogs.gm.fh-koeln.de\/konen\/wp-json\/wp\/v2\/pages\/1038\/revisions"}],"predecessor-version":[{"id":2337,"href":"https:\/\/blogs.gm.fh-koeln.de\/konen\/wp-json\/wp\/v2\/pages\/1038\/revisions\/2337"}],"up":[{"embeddable":true,"href":"https:\/\/blogs.gm.fh-koeln.de\/konen\/wp-json\/wp\/v2\/pages\/525"}],"wp:attachment":[{"href":"https:\/\/blogs.gm.fh-koeln.de\/konen\/wp-json\/wp\/v2\/media?parent=1038"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}